Real-time weather detection method and system based on time scene photos

Abstract

The present invention provides a real-time weather detection method and system based on time scene photos, the method includes the following steps: S1: collect photos with weather background; S2: mark all photos to establish a training library; S3: based on the training library Establishing a weather forecasting model; S4: Obtaining a time scene photo of the target area; S5: Inputting the time scene photo into the weather forecasting model to perform prediction to obtain weather information. The method and system carry out labeling and training based on existing photos with weather background, establish a weather prediction model, and then input the weather prediction model based on the time scene photos of the template area to predict the weather information of the target area, the degree of automation High, flexible forecast range and time, accurate forecast results, real-time weather forecast to get the latest weather information, good adaptability.

Description

technical field [0001] The invention relates to the technical field of weather forecasting, in particular to a real-time weather detection method and system based on time scene photos. Background technique [0002] At present, the mainstream weather forecast is still based on satellite positioning technology. By identifying satellite pictures, analyzing airflow changes and applying meteorological knowledge, the weather is predicted. This technology has high cost, low recognition rate, and often cannot achieve full coverage, so accuracy and real-time performance cannot be guaranteed. For example, there was a shower today, but it didn’t rain when we left in the morning. People hope that the smart windows will be closed before the rain comes, so the current weather forecasting technology cannot meet this demand. [0003] In order to solve the problems existing in satellites, Moji Fengyun Company has deployed radar to make weather forecasts by analyzing radar photos, but there ...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a real-time weather detection method and system based on time scene photos. Aiming at the real-time detection requirements of specific locations, the real-time weather detection method based on Internet time scene photos is proposed by using the time scene photos uploaded by photographers on the Internet. A detection method to solve the problem that the existing technology cannot perform real-time weather prediction in the target area, and solve the problems of low prediction frequency, low coverage and high cost of the existing technology

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